Computational Intelligence and Data Analytics : Proceedings of ICCIDA 2024

著者名：Frery, Alejandro C. (EDT)/Buyya, Rajkumar (EDT)/Kovvur, Ram Mohan Rao (EDT)/Sarma, T. Hitendra (EDT)

Springer（2025/04/01発売）

• 言語：ENG
• ISBN：9789819604500
• eISBN：9789819604517

Description

This book presents high-quality research papers presented at the International Conference on Computational Intelligence and Data Analytics (ICCIDA 2024), organized by the Department of Information Technology, Vasavi College of Engineering, Hyderabad, India, in June 2024. ICCIDA provides an excellent platform for exchanging knowledge with the global community of scientists, engineers, and educators. This book covers cutting-edge research in two prominent areas—computational intelligence and data analytics and allied research areas.

Table of Contents

On-demand Cold Start Frequency Reduction with Off-Policy Reinforcement Learning in Serverless Computing.- Benchmarking Covariance Matrix Evolution Strategies on Autonomous Parking Navigation.- Easy accuracy improvement of fuzzy modelling using available datasets.- An Efficient Approach to Forest Fire Segmentation in Satellite Images using Superpixels based Fuzzy Clustering and CIELch Color Model.- An Improved XGBoost Classifier for MicroExpression Recognition using Hybrid Optimization Algorithm.- Detecting Equity Bubbles and Financial Crashes with Machine Learning.